data.visualization

Fill in a module description here

from monitosed.data.core import *
from fastcore.xtras import Path
import mat73

path_rest = Path("../_data/foot1/Rest")
path_vr = Path("../_data/foot1/VR")
path_rest.ls(), path_vr.ls()

((#14) [Path('../_data/foot1/Rest/VR23_RestStim_data_clean.mat'),Path('../_data/foot1/Rest/VR20_Reststim_data_clean.mat'),Path('../_data/foot1/Rest/VR26_Reststim_data_clean.mat'),Path('../_data/foot1/Rest/VR31_Reststim_data_clean.mat'),Path('../_data/foot1/Rest/VR27_Reststim_data_clean.mat'),Path('../_data/foot1/Rest/VR40_RestStim_data_clean.mat'),Path('../_data/foot1/Rest/VR51_RestStim_data_clean.mat'),Path('../_data/foot1/Rest/VR41_RestStim_data_clean.mat'),Path('../_data/foot1/Rest/VR38_RestStim_data_clean.mat'),Path('../_data/foot1/Rest/VR35_RestStim_data_clean.mat')...],
 (#15) [Path('../_data/foot1/VR/VR20_VRstim_data_clean.mat'),Path('../_data/foot1/VR/VR23_VRStim_data_clean.mat'),Path('../_data/foot1/VR/VR31_VRstim_data_clean.mat'),Path('../_data/foot1/VR/VR26_VRStim_data_clean.mat'),Path('../_data/foot1/VR/VR27_VRstim_data_clean.mat'),Path('../_data/foot1/VR/VR34_VRstim_data_clean.mat'),Path('../_data/foot1/VR/VR41_VRStim_data_clean.mat'),Path('../_data/foot1/VR/VR51_VRStim_data_clean.mat'),Path('../_data/foot1/VR/VR35_VRStim_data_clean.mat'),Path('../_data/foot1/VR/VR40_VRstim_data_clean.mat')...])

mat_rest = read_data(mat73.loadmat(path_rest/'VR23_RestStim_data_clean.mat'))
mat_vr = read_data(mat73.loadmat(path_vr/'VR23_VRStim_data_clean.mat'))

plot_compare(mat_rest, mat_vr)

plot_3d(mat_rest)

plot_corr(mat_rest)

plot_corr(mat_vr)